IEEE

Deep Learning-Based Vehicular Millimeter-Wave Channel Prediction Using Visual Information

Abstract: Millimeter-wave channel prediction requires detailed and accurate environmental information due to the challenges of non-line-of-sight transmission and severe reflection and scattering.
IEEE

Machine Learning-Based Channel Prediction and Optimization in 6G Massive MIMO Systems

Abstract: Accurate and adaptive channel prediction is vital for achieving high reliability and throughput in 6G massive MIMO networks. Traditional pilot-based estimation and static DL models suffers ...